Effect of Experimental Blocking on the Suppression of Spatial Dependence Potentially Attributable to Physicochemical Properties of Soils

Algorithm 2

Pseudocode to form the structure of the adjusted models.

Var

   Trt: vector [1 ... 3] #treatments

   Block: vector [1… 10] #blocks

   Nsim: #simulations

Start

Solution: matrix [1… Nsim, 1… 20]

For i =1 to Nsim

   Resp = vector [1… 30] ~ N (μ =300, σ =20)

   Resp = PartialSpatialSorted (Resp)

   Mod1 = AnalysisOfVariance (Resp ~ Trt)

   Mod2 = AnalysisOfVariance (Resp ~ Bloq + Trt)

   H = BlockEfficiency (Mod2)

   Solution [i, 1… 9] = tests (Residuals (Mod1))

   Solution [i, 10… 18] = tests (Residuals (Mod2))

   Solution [i, 19] = H

   Solution [i, 20] = pvalue (block (Mod2))

End For

End